Nanobubbles, intriguing entities with unique physicochemical characteristics, have garnered significant attention in recent decades. These microscopic voids of gas enclosed within a liquid exhibit remarkable stability and impact various phenomena in diverse sectors. Generating and characterizing nanobubbles remains a complex endeavor, requiring ref